AI & automation · 11 min read
RAG, AI agents and RPA: choosing the right automation approach
A practical decision framework for choosing governed retrieval, AI-led judgement, API automation, RPA, or a controlled combination.
Read insightInsights
Practical guidance for decisions before implementation.
Practical explanations based on recurring enterprise delivery challenges, so teams can make better decisions before implementation.
Data engineering · 10 min read
When change data capture becomes a modernisation problem
A production checklist for CDC covering snapshots, ordering, deletes, schema change, recovery, reconciliation, monitoring, and ownership.
Read insightMigration · 10 min read
Eight questions to answer before migrating a critical data platform
Assess data migration readiness with eight questions covering dependencies, validation, cutover and ownership, then record evidence and actions for each gap.
Read insightAutomation · 9 min read
How to identify an automation opportunity worth piloting
How to qualify, baseline, scope, control, and measure an automation pilot before committing to a wider rollout.
Read insightDocument intelligence · 9 min read
Does every PDF need OCR for data extraction?
OCR is essential for scanned documents, but not every PDF. Learn when to use native text extraction, OCR, document intelligence, or human review.
Read insightData engineering · 6 min read
How to reconcile data after migration and CDC
Choose reconciliation checks by risk and complexity, validate migrated and CDC data step by step, and report coverage, exceptions and acceptance.
Read insightIntelligent automation · 7 min read
What does a production RPA use case look like in practice?
Explore five realistic enterprise RPA use cases, from portal filings to batch document generation, and the engineering controls that make them reliable.
Read insightData migration · 9 min read
Data profiling report template for a migration
Download an Excel data profiling report with table summaries, column and partition metrics, and actions only for exceptions.
Read insightData migration · 10 min read
Data migration reconciliation report template and sign-off checklist
Download an Excel migration reconciliation report for row counts, column sums, partition checks, tolerances and exception actions.
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